Niches

Every niche below is a group of similar recent launches. The Opportunity column ranks which ones look most worth a closer look: growing, not crowded yet, and not already saturated with copies of the same idea. Drag a slider to change what "worth a look" means to you.

Recent window: last 14 days (2026-10-06 → 2026-10-20), compared with the prior 14 days. Comparisons start on Sept 14, 2026, when all four sources were fully collected, and the windows widen as history builds.

Momentum vs. crowding

Each dot is one niche. Left-to-right is momentum. Further right means growing faster than the prior period, left of center means shrinking. Top-to-bottom is crowding, inverted. Higher means fewer competing launches right now, so the spot worth a closer look is the top-right corner: growing fast and not crowded yet. Bubble size is how many launches the niche has had recently (bigger = more already in that space). Color is the same stage as the breakdown below. Hover a dot for the niche's name and exact numbers, or click a dot to jump to it in the list below and open its details.

Stage breakdown

The same niches above, split by stage. Colors match the dots above. Heating: growing, room left before it's crowded. Forming: too early to call either way. Crowded: high recent volume and launches that look alike. Cooling: shrinking.

#	Stage	Niche	Recent	Total	Momentum	Attention	Crowding	Concentration	Opportunity ▼
1	heating	screen accessibility and annotation tools	9	20	+300.0	0.74	0.18	0.82	0.68
2	heating	video conferencing platforms	4	6	+300.0	0.47	0.00	0.84	0.66
3	heating	digital time capsule apps	4	9	+300.0	0.33	0.00	0.81	0.63
4	heating	multichannel marketing automation software	6	17	+300.0	0.38	0.07	0.81	0.63
5	heating	multichannel catalog and feed management software	5	17	+300.0	0.33	0.04	0.82	0.62
6	heating	disc burning software	4	6	+100.0	0.79	0.00	0.82	0.62
7	heating	developer tutorials and guides	11	28	+266.7	0.58	0.25	0.79	0.61
8	heating	study abroad consulting platforms	7	16	+300.0	0.33	0.10	0.80	0.61
9	heating	machine learning model training platforms	8	21	+300.0	0.39	0.15	0.82	0.60
10	heating	email template builders	4	12	+100.0	0.74	0.00	0.86	0.60
11	heating	aerospace and space exploration technology	9	40	+300.0	0.36	0.18	0.81	0.59
12	heating	jewelry making and craft supplies	6	6	+300.0	0.33	0.07	0.91	0.59
13	forming	management and simulation games	19	54	+300.0	0.70	0.53	0.81	0.59
14	heating	equipment and vehicle rental services	7	14	+250.0	0.33	0.10	0.77	0.58
15	heating	api pricing and infrastructure cost calculators	9	27	+300.0	0.33	0.18	0.82	0.58
16	heating	unspecified software projects	14	30	+250.0	0.58	0.37	0.76	0.58
17	heating	multi-account browser tools	7	21	+250.0	0.33	0.10	0.81	0.57
18	heating	input method editors	11	17	+266.7	0.45	0.25	0.84	0.57
19	heating	online form and survey builders	10	24	+233.3	0.48	0.22	0.81	0.57
20	heating	cookieless web analytics	4	13	+33.3	0.77	0.00	0.86	0.56
21	heating	technology and software review blogs	6	21	+200.0	0.33	0.07	0.78	0.56
22	heating	education and university directories	6	13	+200.0	0.31	0.07	0.77	0.55
23	heating	embedded finance and banking platforms	6	20	+200.0	0.33	0.07	0.81	0.55
24	heating	shift scheduling software	12	27	+300.0	0.33	0.29	0.84	0.55
25	heating	log management and analysis tools	4	19	+33.3	0.67	0.00	0.80	0.55
26	heating	technical books and learning resources	14	29	+250.0	0.49	0.37	0.79	0.55
27	heating	download manager utilities	17	37	+183.3	0.74	0.47	0.81	0.54
28	forming	learning management systems	5	18	0.0	0.74	0.04	0.80	0.54
29	heating	visual and social bookmarking apps	15	41	+150.0	0.74	0.41	0.81	0.54
30	heating	programming learning resources	6	19	+100.0	0.51	0.07	0.81	0.53
31	heating	bot detection and captcha software	5	19	+150.0	0.38	0.04	0.84	0.53
32	heating	process mining and operational risk software	4	18	+100.0	0.42	0.00	0.82	0.53
33	heating	conversion and website optimization tools	12	29	+71.4	0.74	0.29	0.80	0.52
34	cooling	headless content management systems	4	20	-50.0	0.77	0.00	0.82	0.52
35	heating	content management and repurposing software	6	23	+50.0	0.54	0.07	0.79	0.52
36	heating	online jewelry and spiritual services	7	13	+133.3	0.33	0.10	0.75	0.52
37	heating	microlearning platforms and apps	16	40	+128.6	0.74	0.45	0.80	0.52
38	cooling	desktop and terminal email clients	7	23	-12.5	0.76	0.10	0.83	0.51
39	heating	calendar synchronization tools	5	14	+66.7	0.49	0.04	0.82	0.51
40	heating	protective phone cases and accessories	8	20	+166.7	0.33	0.15	0.81	0.51
41	cooling	event streaming platforms	4	29	-20.0	0.64	0.00	0.82	0.51
42	heating	ai dating assistants	8	13	+166.7	0.33	0.15	0.83	0.51
43	forming	engineering and workflow analytics platforms	7	29	0.0	0.66	0.10	0.81	0.50
44	heating	audio stem separation tools	8	23	+166.7	0.33	0.15	0.85	0.50
45	cooling	code execution sandboxes	5	32	-16.7	0.64	0.04	0.82	0.50
46	heating	svg editing and graphic tools	6	19	+100.0	0.42	0.07	0.87	0.50
47	cooling	meeting transcription software	4	24	-33.3	0.66	0.00	0.85	0.50
48	cooling	geospatial and transport tracking platforms	9	32	-10.0	0.72	0.18	0.80	0.49
49	forming	discord utilities and tools	10	26	0.0	0.77	0.22	0.83	0.49
50	forming	collectible card management software	9	37	0.0	0.74	0.18	0.85	0.49
51	cooling	design inspiration galleries	7	40	-53.3	0.74	0.10	0.80	0.49
52	heating	crypto wallet drainer software	8	13	+166.7	0.33	0.15	0.90	0.49
53	heating	no-code app and website builders	11	34	+175.0	0.33	0.25	0.82	0.49
54	heating	academic research assistant software	13	31	+160.0	0.45	0.33	0.83	0.49
55	cooling	ai and robotics training data platforms	4	39	-20.0	0.59	0.00	0.85	0.48
56	cooling	product analytics and experience software	6	35	-25.0	0.63	0.07	0.82	0.48
57	cooling	software debugging tools	6	58	-33.3	0.65	0.07	0.82	0.48
58	heating	ai hosting and infrastructure platforms	12	51	+50.0	0.66	0.29	0.82	0.48
59	heating	iot and hardware cloud platforms	7	17	+40.0	0.49	0.10	0.81	0.48
60	heating	admin dashboard templates and builders	9	24	+50.0	0.55	0.18	0.83	0.48
61	heating	push notification tools	5	25	+25.0	0.44	0.04	0.81	0.48
62	heating	system resource and cron job monitoring utilities	16	38	+220.0	0.37	0.45	0.81	0.48
63	heating	specialized ai analytics platforms	13	70	+116.7	0.51	0.33	0.82	0.48
64	forming	job application autofill tools	18	38	+260.0	0.34	0.51	0.84	0.47
65	heating	technical data visualization tools	7	33	+40.0	0.45	0.10	0.81	0.47
66	heating	digital art and memorial archives	9	31	+50.0	0.47	0.18	0.77	0.47
67	heating	ai hardware devices	12	36	+140.0	0.39	0.29	0.81	0.47
68	heating	api directories and discovery platforms	5	23	+66.7	0.33	0.04	0.82	0.47
69	heating	cashback and rewards optimization software	16	33	+220.0	0.33	0.45	0.80	0.47
70	forming	social media data extraction tools	6	33	0.0	0.51	0.07	0.81	0.47
71	cooling	ai website and form builders	6	31	-40.0	0.63	0.07	0.84	0.47
72	heating	audio hardware and bluetooth accessories	7	24	+75.0	0.33	0.10	0.79	0.47
73	crowded	game save editors and managers	38	58	+300.0	0.54	0.84	0.82	0.47
74	heating	scripting and execution runtimes	11	55	+37.5	0.60	0.25	0.82	0.47
75	heating	gamified learning and developer tools	7	21	+75.0	0.33	0.10	0.81	0.46
76	cooling	os virtualization and vm management software	11	50	-15.4	0.73	0.25	0.83	0.46
77	cooling	transactional email platforms	6	43	-57.1	0.64	0.07	0.83	0.46
78	heating	software-defined radio tools	12	23	+140.0	0.35	0.29	0.81	0.46
79	heating	server management control panels	9	31	+50.0	0.49	0.18	0.82	0.46
80	cooling	synthetic user research platforms	4	31	-55.6	0.57	0.00	0.82	0.46
81	heating	privacy-focused web analytics	8	32	+33.3	0.51	0.15	0.84	0.46
82	cooling	ai chess training platforms	8	36	-11.1	0.63	0.15	0.86	0.46
83	cooling	public transit tracking software	6	25	-33.3	0.56	0.07	0.81	0.46
84	heating	streetwear and graphic apparel brands	11	29	+120.0	0.33	0.25	0.78	0.46
85	heating	ai course creation tools	7	23	+75.0	0.33	0.10	0.82	0.46
86	cooling	religious and scripture study apps	8	48	-11.1	0.58	0.15	0.81	0.46
87	cooling	audio tour and playback systems	4	16	-42.9	0.54	0.00	0.84	0.46
88	heating	mind mapping and neuroscience software	4	21	+33.3	0.33	0.00	0.82	0.46
89	cooling	software package managers	5	36	-28.6	0.51	0.04	0.82	0.46
90	heating	non-custodial crypto wallets	7	22	+75.0	0.33	0.10	0.83	0.46
91	forming	digital audio workstations	22	48	+69.2	0.83	0.59	0.83	0.46
92	cooling	recommendation engines	5	35	-50.0	0.54	0.04	0.79	0.46
93	heating	printable planners and templates	12	31	+140.0	0.33	0.29	0.81	0.46
94	cooling	ai code editors	8	76	-42.9	0.66	0.15	0.84	0.45
95	heating	sales power dialer software	7	18	+75.0	0.33	0.10	0.86	0.45
96	heating	visual effects plugins and libraries	13	40	+18.2	0.66	0.33	0.81	0.45
97	cooling	digital painting and drawing software	8	46	-33.3	0.61	0.15	0.82	0.45
98	forming	data enrichment and lookup apis	21	67	+75.0	0.74	0.58	0.80	0.45
99	heating	paper trading and market simulators	11	29	+120.0	0.33	0.25	0.83	0.45
100	forming	text-to-speech reading apps	22	51	+175.0	0.54	0.59	0.84	0.45
101	heating	browser-based educational games	5	18	+25.0	0.33	0.04	0.82	0.45
102	cooling	disaster recovery and data restoration tools	5	24	-44.4	0.50	0.04	0.81	0.45
103	heating	peer-to-peer exchange and sharing platforms	7	18	+40.0	0.33	0.10	0.79	0.45
104	heating	browser automation tools	14	67	+100.0	0.48	0.37	0.82	0.45
105	heating	document and pdf metadata removers	6	12	+50.0	0.33	0.07	0.86	0.45
106	forming	lifestyle and wellness blogs	5	14	0.0	0.32	0.04	0.76	0.44
107	cooling	backend development platforms and services	10	75	-28.6	0.63	0.22	0.81	0.44
108	crowded	video game utility software	118	179	+300.0	0.59	0.99	0.82	0.44
109	cooling	simulation games	12	78	-42.9	0.70	0.29	0.78	0.44
110	cooling	conversion rate optimization software	4	20	-20.0	0.40	0.00	0.83	0.44
111	heating	personal websites and portfolios	15	39	+87.5	0.49	0.41	0.78	0.44
112	heating	business name generators	9	21	+80.0	0.33	0.18	0.83	0.44
113	heating	kanban project management tools	5	20	+25.0	0.33	0.04	0.84	0.44
114	cooling	algorithm and model benchmarking platforms	5	22	-28.6	0.44	0.04	0.81	0.44
115	heating	executive coaching and strategy consulting	6	16	+20.0	0.33	0.07	0.80	0.44
116	cooling	heavy industrial machinery and equipment	4	29	-20.0	0.33	0.00	0.77	0.44
117	cooling	desktop window managers	11	58	-56.0	0.74	0.25	0.83	0.44
118	forming	proposal and citation generators	4	13	0.0	0.33	0.00	0.82	0.44
119	forming	account automation tools	7	16	0.0	0.43	0.10	0.82	0.44
120	heating	virtual business phone systems	7	25	+40.0	0.33	0.10	0.82	0.44
121	heating	dashboard and ui themes	17	46	+112.5	0.51	0.47	0.82	0.44
122	cooling	programming language compilers	7	65	-22.2	0.49	0.10	0.83	0.44
123	heating	deep learning frameworks	9	35	+50.0	0.38	0.18	0.83	0.44
124	forming	3d printing software and utilities	9	29	0.0	0.50	0.18	0.82	0.44
125	forming	scientific and system simulation software	10	68	0.0	0.52	0.22	0.80	0.44
126	heating	fantasy sports tools	7	21	+40.0	0.33	0.10	0.83	0.44
127	cooling	video game modding and translation tools	6	26	-14.3	0.40	0.07	0.80	0.44
128	heating	vehicle maintenance and replacement parts	14	23	+133.3	0.33	0.37	0.80	0.44
129	heating	vehicle telemetry and sensor monitoring apps	8	28	+33.3	0.36	0.15	0.80	0.44
130	cooling	software documentation and pdf generators	8	48	-27.3	0.52	0.15	0.81	0.44
131	crowded	game controller mapping tools	34	49	+277.8	0.41	0.78	0.83	0.44
132	heating	iptv streaming services	14	32	+133.3	0.33	0.37	0.81	0.43
133	heating	custom software engineering services	13	30	+116.7	0.33	0.33	0.80	0.43
134	cooling	programming languages and interpreters	10	140	-16.7	0.57	0.22	0.82	0.43
135	heating	obsidian plugins and themes	12	35	+71.4	0.44	0.29	0.84	0.43
136	heating	gameplay automation tools	14	70	+7.7	0.65	0.37	0.81	0.43
137	cooling	baby care and home wellness products	4	11	-20.0	0.33	0.00	0.80	0.43
138	forming	video game character build planners	4	16	0.0	0.31	0.00	0.82	0.43
139	heating	product management software	10	51	+42.9	0.41	0.22	0.81	0.43
140	heating	data backup software	16	42	+128.6	0.42	0.45	0.81	0.43
141	heating	software packaging and installer tools	12	33	+50.0	0.47	0.29	0.82	0.43
142	heating	peer-to-peer marketplaces and decentralized networking	7	30	+16.7	0.33	0.10	0.79	0.43
143	cooling	developer data and local file viewers	4	34	-20.0	0.33	0.00	0.81	0.43
144	heating	cloud cost optimization tools	6	31	+20.0	0.33	0.07	0.84	0.43
145	forming	version control and updater software	5	30	0.0	0.33	0.04	0.82	0.43
146	heating	podcast tools and platforms	16	57	+77.8	0.55	0.45	0.83	0.43
147	heating	data and system migration tools	11	51	+57.1	0.38	0.25	0.80	0.43
148	cooling	security screening and access governance software	6	40	-33.3	0.41	0.07	0.79	0.43
149	cooling	business intelligence and analytics dashboards	13	64	-7.1	0.61	0.33	0.80	0.43
150	heating	ios app development and analysis tools	11	48	+10.0	0.50	0.25	0.81	0.43
151	heating	automated content moderation tools	7	28	+16.7	0.33	0.10	0.81	0.43
152	heating	hyperlocal and interest-based community apps	14	35	+40.0	0.52	0.37	0.79	0.43
153	heating	random picker tools	12	36	+100.0	0.33	0.29	0.83	0.43
154	heating	automotive aftermarket care and accessories	8	17	+33.3	0.33	0.15	0.80	0.43
155	heating	electrical equipment and power systems	7	27	+16.7	0.31	0.10	0.79	0.43
156	cooling	teleprompter apps and software	8	32	-27.3	0.54	0.15	0.86	0.43
157	heating	contact management apps	8	17	+33.3	0.33	0.15	0.81	0.43
158	forming	transportation and fleet telematics software	6	26	0.0	0.33	0.07	0.81	0.43
159	cooling	collaborative digital whiteboard software	4	32	-33.3	0.35	0.00	0.82	0.43
160	cooling	content filtering and quality checkers	7	30	-12.5	0.39	0.10	0.80	0.43
161	heating	grocery shopping and list apps	11	29	+83.3	0.33	0.25	0.84	0.43
162	cooling	interactive storytelling platforms	9	70	-59.1	0.57	0.18	0.79	0.42
163	cooling	foundation model frameworks	5	31	-61.5	0.45	0.04	0.82	0.42
164	heating	domain and email hosting services	15	42	+66.7	0.51	0.41	0.83	0.42
165	heating	color grading and picker software	7	22	+16.7	0.33	0.10	0.83	0.42
166	cooling	command line productivity tools	7	66	-46.2	0.46	0.10	0.80	0.42
167	crowded	video game console emulators	33	59	+175.0	0.59	0.77	0.82	0.42
168	cooling	music visualizer software	6	22	-14.3	0.37	0.07	0.83	0.42
169	cooling	terminal user interface tools	10	75	-23.1	0.53	0.22	0.82	0.42
170	cooling	web design and css extraction tools	5	24	-16.7	0.33	0.04	0.83	0.42
171	cooling	gamified habit and tracking apps	16	80	-23.8	0.74	0.45	0.81	0.42
172	heating	moving and relocation services	11	30	+57.1	0.33	0.25	0.80	0.42
173	forming	developer community and collaboration platforms	19	47	+111.1	0.49	0.53	0.80	0.42
174	heating	industrial environmental and thermal hardware	14	37	+100.0	0.33	0.37	0.78	0.42
175	cooling	network and communication protocol libraries	7	62	-53.3	0.48	0.10	0.82	0.42
176	cooling	affiliate marketing tools	5	17	-16.7	0.33	0.04	0.83	0.42
177	heating	game overlay software	17	68	+21.4	0.67	0.47	0.83	0.42
178	cooling	restaurants and dining	4	14	-50.0	0.33	0.00	0.78	0.42
179	heating	decentralized protocols and service platforms	13	34	+44.4	0.45	0.33	0.81	0.42
180	forming	ai browser agents	18	79	+38.5	0.66	0.51	0.83	0.42
181	heating	business formation and incorporation services	9	27	+28.6	0.33	0.18	0.80	0.42
182	heating	self-hosted software platforms	13	49	+8.3	0.53	0.33	0.80	0.42
183	forming	print on demand platforms	7	22	0.0	0.33	0.10	0.81	0.42
184	heating	photo and image exif scrubbers	9	20	+50.0	0.33	0.18	0.86	0.42
185	heating	immigration and visa management software	12	34	+71.4	0.33	0.29	0.81	0.42
186	heating	smart contract and defi protocols	15	37	+66.7	0.48	0.41	0.83	0.42
187	cooling	ai text summarization and editing tools	5	32	-28.6	0.33	0.04	0.82	0.41
188	forming	interactive product demo platforms	11	39	0.0	0.49	0.25	0.83	0.41
189	heating	school management software	12	36	+71.4	0.33	0.29	0.81	0.41
190	cooling	machine learning inference engines	11	78	-26.7	0.56	0.25	0.83	0.41
191	heating	digital signage and virtual displays	14	34	+100.0	0.33	0.37	0.80	0.41
192	forming	ai computer-aided design software	19	57	+171.4	0.34	0.53	0.83	0.41
193	heating	cognitive and self-assessment tools	14	42	+100.0	0.33	0.37	0.81	0.41
194	heating	file and data compression tools	17	71	+142.9	0.33	0.47	0.82	0.41
195	cooling	mileage tracking apps	4	15	-33.3	0.33	0.00	0.85	0.41
196	cooling	b2b digital asset and api marketplaces	4	30	-55.6	0.33	0.00	0.80	0.41
197	heating	cloud infrastructure and development platforms	17	58	+88.9	0.45	0.47	0.81	0.41
198	cooling	screen privacy and sharing utilities	7	36	-22.2	0.37	0.10	0.82	0.41
199	forming	online pharmacy and regulated goods stores	24	51	+200.0	0.33	0.64	0.80	0.41
200	heating	energy and utility management software	9	40	+12.5	0.33	0.18	0.79	0.41
201	heating	software and product review platforms	9	49	+12.5	0.33	0.18	0.79	0.41
202	heating	online unit conversion tools	8	26	+14.3	0.33	0.15	0.83	0.41
203	heating	world clock and time tools	10	27	+42.9	0.33	0.22	0.83	0.41
204	forming	neovim plugins and configurations	7	24	0.0	0.33	0.10	0.84	0.41
205	cooling	ai academic research assistants	5	25	-44.4	0.36	0.04	0.83	0.41
206	heating	government contracting intelligence platforms	17	35	+142.9	0.33	0.47	0.83	0.41
207	heating	vertical search engines and directories	11	71	+37.5	0.33	0.25	0.79	0.41
208	heating	curated software and resource lists	17	43	+54.5	0.49	0.47	0.78	0.41
209	forming	vulnerability scanning and exploitation tools	22	60	+100.0	0.53	0.59	0.80	0.41
210	heating	gaming asset and account marketplaces	11	30	+37.5	0.33	0.25	0.79	0.41
211	heating	credential management and security tools	10	52	+11.1	0.38	0.22	0.80	0.41
212	cooling	mock and synthetic data generators	4	26	-55.6	0.33	0.00	0.82	0.41
213	heating	whatsapp marketing automation tools	11	33	+57.1	0.33	0.25	0.85	0.41
214	cooling	content and website blockers	15	64	-37.5	0.70	0.41	0.82	0.41
215	cooling	prompt injection security tools	4	26	-63.6	0.36	0.00	0.83	0.41
216	forming	digital history and reference archives	22	110	+46.7	0.62	0.59	0.78	0.41
217	heating	digital sticky note apps	8	27	+14.3	0.33	0.15	0.85	0.40
218	forming	direct-to-consumer skincare and personal care products	21	46	+162.5	0.33	0.58	0.79	0.40
219	cooling	coloring page and simulation tools	7	28	-12.5	0.33	0.10	0.83	0.40
220	heating	prediction market platforms	11	35	+37.5	0.36	0.25	0.84	0.40
221	forming	events and venue directories	18	48	+28.6	0.58	0.51	0.78	0.40
222	heating	gamified learning apps	10	34	+25.0	0.33	0.22	0.81	0.40
223	heating	video content creation platforms	17	55	+21.4	0.59	0.47	0.81	0.40
224	heating	civic engagement and debate platforms	12	32	+33.3	0.37	0.29	0.81	0.40
225	heating	enterprise data privacy and anonymization software	11	36	+37.5	0.33	0.25	0.82	0.40
226	forming	llm evaluation and deployment tools	19	73	+72.7	0.51	0.53	0.80	0.40
227	cooling	llm security and guardrails software	5	41	-44.4	0.33	0.04	0.83	0.40
228	cooling	digital wallet and mobile loyalty apps	6	37	-40.0	0.33	0.07	0.81	0.40
229	cooling	product and device mockup generators	6	27	-25.0	0.33	0.07	0.85	0.40
230	cooling	llm benchmarking tools	12	78	-40.0	0.54	0.29	0.80	0.40
231	heating	api generation and management tools	13	51	+44.4	0.38	0.33	0.81	0.40
232	cooling	residential real estate developments	7	31	-41.7	0.33	0.10	0.78	0.40
233	forming	reminder and break tracking apps	19	78	+35.7	0.61	0.53	0.82	0.40
234	cooling	freelance guides and resources	5	16	-28.6	0.31	0.04	0.85	0.40
235	heating	app store optimization tools	14	40	+27.3	0.49	0.37	0.84	0.40
236	forming	retail price tracking and pos software	9	41	0.0	0.33	0.18	0.81	0.40
237	heating	wishlist and gift registry apps	10	31	+25.0	0.33	0.22	0.83	0.40
238	heating	mcp server developer tools	15	74	+36.4	0.49	0.41	0.83	0.40
239	cooling	saas pricing and financial analytics tools	4	34	-66.7	0.33	0.00	0.82	0.40
240	forming	terminal emulators and utilities	18	91	+20.0	0.61	0.51	0.82	0.40
241	cooling	lending and credit risk management software	7	36	-30.0	0.33	0.10	0.81	0.40
242	cooling	ai headshot generators	7	22	-12.5	0.33	0.10	0.86	0.40
243	forming	api testing and mocking tools	10	60	0.0	0.38	0.22	0.82	0.40
244	forming	ai token and inference cost trackers	19	64	+26.7	0.64	0.53	0.84	0.40
245	cooling	ai interactive fiction and rpg platforms	7	42	-30.0	0.33	0.10	0.82	0.40
246	forming	industrial personal protective equipment	9	31	0.0	0.33	0.18	0.81	0.40
247	cooling	semantic search and rag tools	12	83	-42.9	0.54	0.29	0.81	0.40
248	cooling	collectibles and currency tracking apps	9	32	-10.0	0.33	0.18	0.79	0.40
249	heating	hardware and system benchmarking tools	10	26	+11.1	0.33	0.22	0.80	0.40
250	cooling	wholesale packaging and commercial supplies	9	32	-10.0	0.33	0.18	0.80	0.39
251	forming	bug reporting and tracking software	12	52	0.0	0.44	0.29	0.82	0.39
252	cooling	wordpress and web cms themes	8	28	-20.0	0.33	0.15	0.81	0.39
253	forming	digital greeting cards	19	40	+46.2	0.57	0.53	0.83	0.39
254	cooling	enterprise ai implementation platforms	8	38	-11.1	0.33	0.15	0.83	0.39
255	cooling	managed it and outsourcing services	6	37	-53.8	0.31	0.07	0.79	0.39
256	cooling	professional networking and collaboration platforms	19	89	-29.6	0.74	0.53	0.81	0.39
257	heating	software observability platforms	14	71	+7.7	0.49	0.37	0.81	0.39
258	cooling	smart home and iot devices	7	45	-41.7	0.31	0.10	0.78	0.39
259	forming	mobile developer and terminal clients	13	43	0.0	0.47	0.33	0.82	0.39
260	heating	3d asset and model generators	17	62	+54.5	0.48	0.47	0.83	0.39
261	cooling	rss and newsletter readers	6	45	-45.5	0.33	0.07	0.84	0.39
262	cooling	sentiment analysis software	8	33	-20.0	0.33	0.15	0.82	0.39
263	forming	agile project management software	19	73	+18.8	0.61	0.53	0.81	0.39
264	heating	mobile music player apps	17	45	+112.5	0.33	0.47	0.83	0.39
265	heating	knowledge management software	16	77	+33.3	0.48	0.45	0.81	0.39
266	forming	url shorteners and link management	23	52	+130.0	0.44	0.62	0.83	0.39
267	cooling	web accessibility testing tools	5	30	-58.3	0.33	0.04	0.84	0.39
268	heating	screen mirroring and casting software	17	47	+6.3	0.58	0.47	0.81	0.39
269	crowded	consumer buying and practical guides	81	158	+285.7	0.33	0.97	0.77	0.39
270	cooling	financial reconciliation software	9	34	-10.0	0.33	0.18	0.82	0.39
271	forming	vulnerability research and malware analysis tools	19	57	+35.7	0.56	0.53	0.81	0.39
272	heating	database management systems and engines	16	134	+14.3	0.55	0.45	0.83	0.39
273	cooling	brand monitoring and management software	8	35	-27.3	0.33	0.15	0.81	0.39
274	heating	api documentation tools	12	40	+9.1	0.40	0.29	0.82	0.39
275	heating	speech processing software	13	42	+44.4	0.35	0.33	0.83	0.39
276	heating	crypto trading terminals	15	38	+87.5	0.33	0.41	0.84	0.39
277	heating	electronic signature software	17	49	+112.5	0.33	0.47	0.84	0.39
278	cooling	virtual reality software and platforms	11	46	-42.1	0.47	0.25	0.81	0.39
279	cooling	media server management tools	11	37	-8.3	0.38	0.25	0.81	0.39
280	heating	search engine infrastructure and optimization tools	14	50	+55.6	0.33	0.37	0.80	0.39
281	crowded	chatgpt plugins and extensions	26	55	+160.0	0.42	0.68	0.85	0.39
282	heating	business process automation software	14	59	+55.6	0.33	0.37	0.81	0.39
283	forming	sports scores and tracking apps	10	42	0.0	0.33	0.22	0.82	0.39
284	cooling	data and schema validation tools	8	41	-33.3	0.33	0.15	0.81	0.39
285	cooling	developer desktop client applications	18	53	-5.3	0.62	0.51	0.82	0.38
286	cooling	portfolio tracking tools	18	100	-25.0	0.70	0.51	0.85	0.38
287	cooling	ecommerce product listing generators	9	41	-10.0	0.33	0.18	0.84	0.38
288	heating	addiction recovery apps	13	34	+44.4	0.33	0.33	0.83	0.38
289	cooling	ai game generation and simulation tools	14	77	-6.7	0.49	0.37	0.83	0.38
290	cooling	ai agent execution sandboxes	12	115	-36.8	0.51	0.29	0.85	0.38
291	cooling	visual scanning and appraisal apps	9	38	-25.0	0.33	0.18	0.81	0.38
292	heating	digital business card platforms	13	45	+44.4	0.33	0.33	0.83	0.38
293	cooling	incident response software	9	61	-47.1	0.38	0.18	0.80	0.38
294	cooling	passport photo generators	9	27	-10.0	0.33	0.18	0.85	0.38
295	heating	remote access and protocol clients	13	54	+30.0	0.36	0.33	0.83	0.38
296	cooling	ai task management tools	15	63	-16.7	0.54	0.41	0.82	0.38
297	heating	social polling and prediction platforms	13	41	+30.0	0.33	0.33	0.81	0.38
298	cooling	health and personal care guides	8	42	-46.7	0.31	0.15	0.77	0.38
299	cooling	collaborative social web experiments	8	55	-52.9	0.33	0.15	0.78	0.38
300	cooling	privacy-focused browsers and web tools	11	63	-26.7	0.38	0.25	0.80	0.38
301	heating	color palette generator software	11	39	+10.0	0.33	0.25	0.84	0.38
302	heating	codebase visualization tools	13	71	+18.2	0.38	0.33	0.83	0.38
303	cooling	rag developer frameworks and tools	8	49	-38.5	0.33	0.15	0.83	0.38
304	cooling	software development frameworks	12	122	-47.8	0.49	0.29	0.82	0.38
305	cooling	creative text and content generators	10	41	-23.1	0.33	0.22	0.79	0.38
306	cooling	markdown editors and viewers	21	125	-22.2	0.74	0.58	0.85	0.38
307	cooling	llm optimization tools	12	102	-45.5	0.49	0.29	0.83	0.38
308	forming	movie and tv tracking apps	18	53	+100.0	0.33	0.51	0.82	0.38
309	forming	email verification tools	10	34	0.0	0.33	0.22	0.85	0.38
310	crowded	mobile operating systems and development tools	25	61	+56.3	0.59	0.66	0.81	0.38
311	cooling	source code editors and extensions	16	78	-20.0	0.56	0.45	0.81	0.38
312	heating	visual collaboration and ideation tools	14	40	+40.0	0.33	0.37	0.81	0.38
313	cooling	procedural map and craft pattern generators	7	54	-68.2	0.33	0.10	0.80	0.38
314	cooling	artisan home goods and craft specialty foods	12	42	-7.7	0.33	0.29	0.77	0.38
315	cooling	ecommerce and booking cms plugins	10	37	-16.7	0.33	0.22	0.81	0.38
316	cooling	team and live chat software	12	60	-29.4	0.43	0.29	0.81	0.38
317	heating	dietary supplements and performance enhancers	13	51	+18.2	0.33	0.33	0.79	0.37
318	cooling	code and binary analysis tools	12	96	-61.3	0.51	0.29	0.82	0.37
319	forming	video analytics and processing tools	23	66	+43.8	0.56	0.62	0.80	0.37
320	heating	novelty calendar and milestone tracking apps	13	43	+18.2	0.33	0.33	0.80	0.37
321	heating	revenue and account recovery software	12	45	+9.1	0.33	0.29	0.82	0.37
322	cooling	knowledge base and graph software	15	94	-40.0	0.57	0.41	0.81	0.37
323	cooling	notion productivity and business templates	9	41	-30.8	0.33	0.18	0.83	0.37
324	cooling	webcam and video streaming utilities	9	54	-40.0	0.33	0.18	0.81	0.37
325	cooling	3d model and interactive web viewers	10	31	-23.1	0.33	0.22	0.81	0.37
326	heating	ai image and video upscalers	17	52	+88.9	0.33	0.47	0.84	0.37
327	heating	customer loyalty and rewards platforms	13	36	+18.2	0.33	0.33	0.81	0.37
328	cooling	conversational ai platforms	13	64	-35.0	0.46	0.33	0.81	0.37
329	crowded	diagramming and flowchart tools	31	91	+34.8	0.72	0.75	0.82	0.37
330	cooling	online fundraising and crowdfunding platforms	9	48	-47.1	0.33	0.18	0.80	0.37
331	cooling	digital investigation and diagnostic software	17	52	-5.6	0.50	0.47	0.79	0.37
332	crowded	server management and hosting tools	28	80	+154.5	0.35	0.70	0.81	0.37
333	heating	disposable and temporary email services	15	39	+66.7	0.33	0.41	0.86	0.37
334	forming	open-source software platforms	19	48	+72.7	0.39	0.53	0.81	0.37
335	heating	sms and messaging apis	13	43	+18.2	0.33	0.33	0.82	0.37
336	cooling	geography trivia games	10	49	-23.1	0.33	0.22	0.82	0.37
337	forming	document automation software	12	42	0.0	0.33	0.29	0.82	0.37
338	heating	specialized and developer web browsers	16	60	+6.7	0.46	0.45	0.81	0.37
339	forming	ai research assistants	12	50	0.0	0.33	0.29	0.82	0.37
340	cooling	ai presentation software	15	60	-16.7	0.51	0.41	0.83	0.37
341	cooling	label and document printing software	10	33	-28.6	0.33	0.22	0.82	0.37
342	cooling	travel esim providers	9	32	-30.8	0.33	0.18	0.85	0.37
343	cooling	startup idea validation tools	17	85	-15.0	0.54	0.47	0.82	0.37
344	cooling	browser-based media editors	11	48	-15.4	0.33	0.25	0.83	0.37
345	cooling	online personality quiz platforms	11	46	-26.7	0.33	0.25	0.80	0.37
346	cooling	brain and cognitive training apps	9	35	-43.8	0.33	0.18	0.83	0.37
347	forming	ai and productivity email clients	22	91	+15.8	0.60	0.59	0.83	0.37
348	forming	digital flashcard apps	23	54	+130.0	0.33	0.62	0.83	0.36
349	forming	video chat and messaging apps	18	50	+80.0	0.33	0.51	0.82	0.36
350	cooling	data parsing libraries and tools	13	67	-23.5	0.41	0.33	0.81	0.36
351	forming	quantum computing software	6	32	0.0	0.14	0.07	0.87	0.36
352	cooling	environmental and geospatial analytics software	12	84	-50.0	0.41	0.29	0.79	0.36
353	cooling	mobile audio utility apps	12	39	-7.7	0.33	0.29	0.82	0.36
354	forming	automated document and text generators	13	48	0.0	0.33	0.33	0.80	0.36
355	cooling	web and application performance monitoring tools	12	52	-14.3	0.33	0.29	0.81	0.36
356	cooling	client portal software	11	45	-26.7	0.33	0.25	0.81	0.36
357	heating	plant and nature identification apps	15	49	+36.4	0.33	0.41	0.81	0.36
358	cooling	receipt scanning and tracking apps	11	52	-15.4	0.33	0.25	0.84	0.36
359	heating	virtual private network services	13	51	+8.3	0.33	0.33	0.83	0.36
360	cooling	software development environments	14	81	-44.0	0.49	0.37	0.81	0.36
361	forming	live wallpaper applications	20	56	+100.0	0.33	0.56	0.83	0.36
362	cooling	online reputation management software	9	46	-47.1	0.33	0.18	0.84	0.36
363	heating	stargazing and astronomy weather apps	16	53	+45.5	0.33	0.45	0.81	0.36
364	cooling	computer and browser automation agents	19	111	-34.5	0.63	0.53	0.82	0.36
365	forming	text and document editors	19	74	+26.7	0.47	0.53	0.81	0.36
366	cooling	social selling automation tools	10	37	-37.5	0.33	0.22	0.83	0.36
367	cooling	exploit proof of concept repositories	19	113	-38.7	0.66	0.53	0.84	0.36
368	cooling	technical interview prep platforms	22	77	-4.3	0.60	0.59	0.81	0.36
369	heating	api usage and rate limit monitoring	15	58	+36.4	0.33	0.41	0.83	0.36
370	cooling	specialized asset and operations tracking software	13	60	-18.8	0.33	0.33	0.78	0.36
371	cooling	personal financial planning software	13	67	-7.1	0.33	0.33	0.81	0.36
372	heating	cyber threat intelligence platforms	14	50	+7.7	0.33	0.37	0.81	0.36
373	heating	tutoring management and study apps	15	44	+25.0	0.33	0.41	0.81	0.36
374	forming	file management tools	20	70	+33.3	0.45	0.56	0.80	0.35
375	cooling	online gambling platforms	12	52	-25.0	0.33	0.29	0.81	0.35
376	cooling	cryptocurrency trading bots	14	71	-39.1	0.49	0.37	0.85	0.35
377	cooling	contract review and management software	11	57	-35.3	0.33	0.25	0.82	0.35
378	cooling	matchmaking and finder platforms	12	56	-33.3	0.33	0.29	0.79	0.35
379	cooling	specialty trade and installation services	14	54	-6.7	0.32	0.37	0.77	0.35
380	forming	ecommerce website development tools	23	61	+109.1	0.33	0.62	0.82	0.35
381	crowded	pc gaming optimization utilities	140	278	+211.1	0.45	1.00	0.82	0.35
382	forming	talent and staffing marketplaces	14	46	0.0	0.33	0.37	0.80	0.35
383	heating	ai travel itinerary planners	16	61	+6.7	0.43	0.45	0.84	0.35
384	forming	database and data quality tools	21	77	0.0	0.54	0.58	0.80	0.35
385	cooling	business and software development guides	14	63	-6.7	0.33	0.37	0.79	0.35
386	crowded	privacy and censorship circumvention tools	25	91	+47.1	0.54	0.66	0.84	0.35
387	heating	ingredient scanner and analysis apps	15	46	+25.0	0.33	0.41	0.83	0.35
388	cooling	physics and engineering simulation software	14	84	-36.4	0.41	0.37	0.79	0.35
389	crowded	cloud storage and backup management tools	27	82	+58.8	0.52	0.70	0.81	0.35
390	cooling	computational biology and chemistry software	17	98	-32.0	0.51	0.47	0.80	0.35
391	cooling	identity and formal verification software	11	78	-54.2	0.33	0.25	0.79	0.35
392	forming	automotive repair and dealership software	14	40	0.0	0.33	0.37	0.81	0.35
393	forming	corporate finance and revenue operations software	14	62	0.0	0.33	0.37	0.81	0.35
394	heating	portfolio website builders	15	50	+15.4	0.33	0.41	0.81	0.35
395	heating	chat export and backup tools	15	54	+25.0	0.33	0.41	0.84	0.35
396	forming	robot learning frameworks	19	64	+5.6	0.52	0.53	0.85	0.35
397	forming	local ai model runners and clients	23	78	+53.3	0.45	0.62	0.83	0.35
398	heating	niche search tools and widgets	16	59	+14.3	0.33	0.45	0.78	0.35
399	forming	cold email outreach software	20	51	+81.8	0.33	0.56	0.83	0.35
400	cooling	career assessment and development platforms	11	61	-54.2	0.33	0.25	0.81	0.35
401	forming	game development engines	23	66	+27.8	0.51	0.62	0.83	0.35
402	cooling	dispatch and route optimization software	13	41	-23.5	0.33	0.33	0.81	0.35
403	heating	freelance marketplaces and platforms	15	49	+15.4	0.31	0.41	0.81	0.34
404	forming	software and system emulators	23	91	+4.5	0.54	0.62	0.81	0.34
405	cooling	graphics rendering engines and libraries	18	110	-43.8	0.57	0.51	0.82	0.34
406	forming	peer-to-peer file sharing tools	24	72	+50.0	0.46	0.64	0.81	0.34
407	forming	speech and text conversion software	14	72	0.0	0.33	0.37	0.83	0.34
408	cooling	system maintenance utility software	17	52	-10.5	0.41	0.47	0.79	0.34
409	cooling	distributed systems frameworks	6	58	-50.0	0.14	0.07	0.83	0.34
410	cooling	reinforcement learning frameworks	16	66	-33.3	0.49	0.45	0.83	0.34
411	heating	restaurant discovery and guide directories	17	59	+21.4	0.33	0.47	0.79	0.34
412	forming	autonomous ai research agents	19	92	+18.8	0.44	0.53	0.84	0.34
413	forming	meeting and schedule planning software	22	80	+29.4	0.45	0.59	0.81	0.34
414	crowded	ai meeting note takers	36	129	+38.5	0.67	0.81	0.85	0.34
415	cooling	large language models	30	168	-11.8	0.69	0.73	0.81	0.34
416	forming	mobile device automation frameworks	19	44	+58.3	0.33	0.53	0.83	0.34
417	cooling	ai text humanizers	12	52	-29.4	0.33	0.29	0.86	0.34
418	crowded	religious and devotional apps	36	82	+157.1	0.33	0.81	0.81	0.34
419	cooling	voice productivity assistants	25	96	-10.7	0.63	0.66	0.83	0.34
420	crowded	speech and voice ai models	30	113	+36.4	0.58	0.73	0.83	0.34
421	heating	photo food tracking and nutrition apps	15	56	+15.4	0.33	0.41	0.85	0.34
422	forming	database clients and gui tools	17	90	0.0	0.41	0.47	0.83	0.34
423	crowded	distraction and screen time blockers	47	154	+38.2	0.74	0.90	0.83	0.34
424	heating	local medical and wellness clinic services	17	57	+6.3	0.33	0.47	0.77	0.34
425	cooling	no-code website builders	13	61	-38.1	0.33	0.33	0.80	0.34
426	cooling	interactive 3d web simulations	22	113	-26.7	0.56	0.59	0.80	0.34
427	heating	vector graphics software and resources	17	57	+21.4	0.33	0.47	0.81	0.34
428	cooling	freelance financial calculators	14	52	-6.7	0.33	0.37	0.84	0.34
429	crowded	ai sales outreach and prospecting agents	37	131	+131.3	0.42	0.82	0.83	0.34
430	forming	contractor and property maintenance services	19	52	+26.7	0.33	0.53	0.77	0.34
431	forming	omnichannel customer support platforms	18	58	+38.5	0.33	0.51	0.83	0.34
432	crowded	penetration testing tools	34	114	+30.8	0.61	0.78	0.82	0.34
433	forming	mobile app testing and distribution platforms	24	59	+84.6	0.33	0.64	0.81	0.34
434	cooling	password management tools	13	66	-35.0	0.33	0.33	0.82	0.33
435	forming	social media management software	22	67	+57.1	0.33	0.59	0.79	0.33
436	heating	multimedia and records search engines	17	63	+6.3	0.33	0.47	0.79	0.33
437	heating	software development boilerplates	16	59	+6.7	0.33	0.45	0.82	0.33
438	crowded	experimental and embedded operating systems	26	105	+52.9	0.45	0.68	0.82	0.33
439	cooling	open-source hardware and maker electronics	23	147	-4.2	0.51	0.62	0.80	0.33
440	crowded	software deployment and configuration tools	28	135	+12.0	0.56	0.70	0.80	0.33
441	crowded	ai devops and codebase management tools	31	117	+72.2	0.49	0.75	0.84	0.33
442	crowded	multiplayer browser games	30	122	+36.4	0.52	0.73	0.81	0.33
443	cooling	certificate and license management software	15	50	-6.3	0.31	0.41	0.80	0.33
444	forming	network proxy management tools	21	92	0.0	0.47	0.58	0.82	0.33
445	crowded	reverse engineering tools	36	81	+100.0	0.45	0.81	0.82	0.33
446	cooling	local business and vendor directories	15	65	-25.0	0.33	0.41	0.78	0.33
447	crowded	video game source ports	183	326	+137.7	0.54	1.00	0.81	0.33
448	cooling	sales enablement and engagement platforms	14	68	-33.3	0.33	0.37	0.81	0.33
449	cooling	ai intelligence and analysis tools	15	105	-54.5	0.42	0.41	0.80	0.33
450	crowded	game modding tools	26	80	+30.0	0.48	0.68	0.80	0.33
451	heating	saas boilerplate starter kits	16	55	+6.7	0.33	0.45	0.83	0.33
452	forming	ai ui and graphic design tools	21	89	+5.0	0.45	0.58	0.82	0.33
453	forming	digital food ordering systems	21	53	+50.0	0.33	0.58	0.81	0.33
454	cooling	photo library cleanup apps	15	50	-6.3	0.33	0.41	0.84	0.33
455	heating	business operations and legal document templates	17	57	+6.3	0.33	0.47	0.81	0.33
456	forming	legal practice and dispute software	23	92	+64.3	0.33	0.62	0.81	0.33
457	forming	ai dubbing and transcription tools	22	58	+69.2	0.33	0.59	0.85	0.33
458	cooling	mathematical solvers and optimization engines	6	107	-71.4	0.14	0.07	0.84	0.33
459	cooling	json tools and utilities	13	54	-38.1	0.33	0.33	0.84	0.33
460	cooling	data and scientific visualization tools	18	129	-35.7	0.45	0.51	0.79	0.33
461	cooling	custom manufacturing and merchandise services	16	76	-11.1	0.31	0.45	0.78	0.33
462	crowded	music education and practice apps	35	125	+29.6	0.60	0.80	0.82	0.33
463	crowded	personal and family safety apps	30	78	+100.0	0.33	0.73	0.80	0.33
464	cooling	real-time speech translation software	14	52	-22.2	0.33	0.37	0.85	0.33
465	forming	2d asset and graphic snippet generators	24	80	+9.1	0.49	0.64	0.82	0.33
466	forming	bill and expense splitting apps	24	67	+84.6	0.33	0.64	0.85	0.33
467	cooling	virtual styling and wardrobe apps	15	58	-11.8	0.33	0.41	0.84	0.33
468	forming	video game trackers and analytics	22	60	+46.7	0.33	0.59	0.81	0.32
469	forming	human resource management software	24	60	+71.4	0.33	0.64	0.82	0.32
470	crowded	voice dictation software	49	160	+63.3	0.65	0.91	0.85	0.32
471	cooling	startup directories and launch platforms	40	171	-11.1	0.74	0.86	0.81	0.32
472	cooling	personal task management apps	28	115	-3.4	0.56	0.70	0.81	0.32
473	cooling	unicode font generators	15	48	-6.3	0.33	0.41	0.86	0.32
474	forming	cybersecurity training platforms	18	57	+12.5	0.33	0.51	0.82	0.32
475	forming	website feedback and testimonial widgets	17	57	0.0	0.33	0.47	0.82	0.32
476	crowded	calorie and nutrition tracking apps	38	73	+153.3	0.33	0.84	0.84	0.32
477	crowded	game decompilation and recompilation tools	65	122	+109.7	0.54	0.95	0.82	0.32
478	cooling	ai facial and beauty analysis apps	16	58	-5.9	0.33	0.45	0.83	0.32
479	crowded	smart home automation software	35	79	+94.4	0.41	0.80	0.81	0.32
480	forming	ai software development platforms	18	88	0.0	0.37	0.51	0.83	0.32
481	crowded	movie and entertainment recommendation apps	27	65	+50.0	0.41	0.70	0.81	0.32
482	forming	personal habit and activity tracking apps	20	61	+25.0	0.33	0.56	0.80	0.32
483	cooling	ambient sound generators	15	55	-31.8	0.33	0.41	0.81	0.32
484	cooling	influencer marketing platforms	14	60	-46.2	0.33	0.37	0.82	0.32
485	forming	pdf editing software	24	78	+71.4	0.33	0.64	0.84	0.32
486	forming	digital party games	24	75	+60.0	0.33	0.64	0.82	0.32
487	forming	asset maintenance and inventory trackers	22	60	+29.4	0.33	0.59	0.79	0.32
488	forming	baby and pregnancy tracking apps	17	50	0.0	0.33	0.47	0.84	0.32
489	cooling	employee time and attendance tracking software	15	58	-31.8	0.33	0.41	0.82	0.32
490	cooling	ai coding assistants	18	124	-30.8	0.42	0.51	0.82	0.32
491	cooling	interactive mapping platforms	24	135	-7.7	0.47	0.64	0.80	0.32
492	forming	customer feedback and review software	23	72	+43.8	0.33	0.62	0.81	0.32
493	forming	virtual try-on software	20	57	+33.3	0.33	0.56	0.84	0.31
494	crowded	ai benchmarking platforms	28	122	0.0	0.53	0.70	0.82	0.31
495	cooling	digital health and therapy platforms	17	75	-22.7	0.33	0.47	0.80	0.31
496	crowded	typography and font tools	32	91	+39.1	0.49	0.76	0.82	0.31
497	forming	pos and venue management systems	24	60	+50.0	0.33	0.64	0.81	0.31
498	crowded	specialty consumer goods ecommerce stores	29	73	+61.1	0.33	0.72	0.77	0.31
499	crowded	spreadsheet tools and extensions	26	104	+13.0	0.47	0.68	0.83	0.31
500	forming	ai document processing software	18	76	0.0	0.33	0.51	0.83	0.31
501	forming	gpu infrastructure and developer tools	24	105	+20.0	0.42	0.64	0.83	0.31
502	cooling	video players and display software	16	72	-33.3	0.33	0.45	0.81	0.31
503	cooling	llm inference engines	26	111	-10.3	0.53	0.68	0.83	0.31
504	forming	construction management software	19	76	0.0	0.33	0.53	0.80	0.31
505	cooling	professional and technical skills training platforms	18	76	-21.7	0.33	0.51	0.78	0.31
506	cooling	enterprise resource planning software	14	79	-62.2	0.33	0.37	0.82	0.31
507	forming	billing and payment platforms	21	95	+16.7	0.33	0.58	0.81	0.31
508	forming	cryptocurrency trading and investment platforms	23	63	+35.3	0.33	0.62	0.82	0.31
509	cooling	developer learning resources and directories	25	102	-3.8	0.45	0.66	0.81	0.31
510	cooling	decision support software	25	76	-10.7	0.47	0.66	0.80	0.31
511	crowded	screen recording software	40	146	0.0	0.67	0.86	0.84	0.31
512	cooling	digital product marketplaces	18	67	-21.7	0.33	0.51	0.80	0.31
513	crowded	cloud and application hosting platforms	26	102	+52.9	0.33	0.68	0.81	0.31
514	forming	construction and project cost estimators	22	63	+22.2	0.33	0.59	0.82	0.31
515	crowded	ai model aggregators and apis	58	124	+163.6	0.33	0.94	0.83	0.31
516	forming	sports betting and analytics platforms	20	71	+11.1	0.33	0.56	0.83	0.31
517	cooling	developer and open source resource directories	24	142	-14.3	0.46	0.64	0.82	0.30
518	cooling	comfyui plugins and workflows	19	110	-52.5	0.49	0.53	0.85	0.30
519	crowded	email marketing and deliverability tools	25	84	+19.0	0.41	0.66	0.82	0.30
520	cooling	digital publishing and reading platforms	17	84	-46.9	0.33	0.47	0.78	0.30
521	cooling	ai agent evaluation platforms	23	149	-30.3	0.49	0.62	0.83	0.30
522	crowded	niche crm software	26	70	+52.9	0.33	0.68	0.82	0.30
523	crowded	macos menu bar utilities	65	220	+25.0	0.68	0.95	0.83	0.30
524	cooling	ai content detection software	18	70	-10.0	0.33	0.51	0.84	0.30
525	crowded	automated accounting and tax software	30	108	+57.9	0.36	0.73	0.82	0.30
526	crowded	ai 3d and animation generators	28	83	+27.3	0.42	0.70	0.82	0.30
527	crowded	ai app builders	35	133	+16.7	0.54	0.80	0.83	0.30
528	crowded	coupon and deal discovery tools	25	69	+31.6	0.33	0.66	0.79	0.30
529	cooling	online community and discussion platforms	18	82	-33.3	0.33	0.51	0.79	0.30
530	crowded	note-taking and writing apps	46	170	+15.0	0.62	0.89	0.82	0.30
531	crowded	ai guides and tutorials	25	68	+38.9	0.33	0.66	0.81	0.30
532	cooling	ai voice agents and platforms	27	143	-12.9	0.51	0.70	0.83	0.30
533	crowded	family organizer and household apps	46	154	+35.3	0.56	0.89	0.81	0.30
534	crowded	marketplace listing and optimization software	25	76	+38.9	0.33	0.66	0.82	0.30
535	cooling	llm inference and deployment tools	29	167	-12.1	0.51	0.72	0.82	0.30
536	crowded	developer productivity and workflow management	40	135	+11.1	0.58	0.86	0.80	0.30
537	crowded	retro gaming emulators and ports	32	84	+45.5	0.39	0.76	0.80	0.30
538	crowded	online quiz and word game tools	25	71	+31.6	0.33	0.66	0.80	0.30
539	cooling	photo editing and management software	37	115	-17.8	0.61	0.82	0.81	0.30
540	crowded	industrial materials and equipment suppliers	25	76	+19.0	0.33	0.66	0.77	0.30
541	forming	event management and ticketing software	22	77	+4.8	0.33	0.59	0.81	0.30
542	forming	restaurant management and pos software	23	70	+21.1	0.33	0.62	0.82	0.30
543	cooling	creative and book writing software	20	87	-4.8	0.33	0.56	0.82	0.30
544	cooling	software synthesizers and midi tools	23	92	-4.2	0.38	0.62	0.82	0.30
545	crowded	meal planning apps	32	77	+77.8	0.33	0.76	0.83	0.30
546	crowded	medical practice management software	36	107	+89.5	0.33	0.81	0.82	0.30
547	crowded	hardware monitoring and diagnostic tools	30	90	+30.4	0.38	0.73	0.80	0.29
548	cooling	product and content discovery platforms	19	98	-34.5	0.33	0.53	0.78	0.29
549	forming	wedding and event planning software	22	61	+4.8	0.33	0.59	0.82	0.29
550	cooling	encryption and cryptography tools	18	112	-35.7	0.33	0.51	0.81	0.29
551	cooling	interactive coding education platforms	21	100	-8.7	0.33	0.58	0.81	0.29
552	forming	online resume builders	20	64	+5.3	0.33	0.56	0.86	0.29
553	crowded	ai coding agent session managers	101	362	+55.4	0.62	0.99	0.85	0.29
554	crowded	small business management software	37	92	+85.0	0.33	0.82	0.81	0.29
555	crowded	indie video games	34	137	+41.7	0.38	0.78	0.79	0.29
556	crowded	clipboard managers	36	110	+33.3	0.49	0.81	0.85	0.29
557	crowded	automated code review tools	36	176	+9.1	0.53	0.81	0.83	0.29
558	cooling	desktop music players	18	69	-33.3	0.33	0.51	0.83	0.29
559	cooling	developer command-line tools	29	200	-21.6	0.49	0.72	0.81	0.29
560	crowded	game console homebrew tools	73	145	+73.8	0.51	0.97	0.82	0.29
561	crowded	quoting and procurement software	38	99	+90.0	0.33	0.84	0.81	0.29
562	forming	alarm clock and sleep apps	22	71	0.0	0.33	0.59	0.83	0.29
563	crowded	ai video ad generators	29	78	+52.6	0.33	0.72	0.84	0.29
564	crowded	web development and ui templates	26	87	+23.8	0.33	0.68	0.80	0.29
565	cooling	specialized analytics platforms	24	113	-29.4	0.42	0.64	0.80	0.29
566	crowded	real estate and investment platforms	30	97	+42.9	0.33	0.73	0.81	0.29
567	cooling	ai compliance and risk monitoring software	21	94	-16.0	0.33	0.58	0.81	0.29
568	forming	pet care and tracking apps	23	79	0.0	0.33	0.62	0.81	0.29
569	crowded	website uptime monitoring tools	30	79	+50.0	0.33	0.73	0.83	0.29
570	cooling	animation and motion graphics software	45	162	-19.6	0.66	0.89	0.82	0.29
571	forming	collaborative workspace software	24	81	+4.3	0.33	0.64	0.80	0.29
572	forming	ai search optimization tools	24	78	+14.3	0.33	0.64	0.83	0.29
573	crowded	video game trainers and guides	33	127	+50.0	0.33	0.77	0.79	0.29
574	cooling	ai agent observability platforms	30	185	-14.3	0.49	0.73	0.83	0.29
575	crowded	desktop file management utilities	44	95	+100.0	0.33	0.88	0.81	0.29
576	cooling	technical and professional online courses	20	103	-37.5	0.33	0.56	0.79	0.28
577	crowded	creative and developer tool plugins	38	99	+22.6	0.47	0.84	0.80	0.28
578	crowded	web scraping tools and apis	35	149	+16.7	0.46	0.80	0.82	0.28
579	crowded	youtube creator tools	28	92	+33.3	0.33	0.70	0.83	0.28
580	cooling	computer-aided design software	31	113	-11.4	0.47	0.75	0.81	0.28
581	crowded	audio and music production software	39	118	+34.5	0.45	0.85	0.80	0.28
582	crowded	file conversion and transfer utilities	33	114	+50.0	0.33	0.77	0.80	0.28
583	cooling	student and college planning tools	24	90	-7.7	0.33	0.64	0.79	0.28
584	cooling	ai agent runtime environments	31	183	-8.8	0.49	0.75	0.84	0.28
585	cooling	conversational sales platforms	22	76	-12.0	0.33	0.59	0.83	0.28
586	crowded	desktop and display utilities	29	118	0.0	0.39	0.72	0.80	0.28
587	crowded	fraud and scam detection software	35	105	+59.1	0.33	0.80	0.81	0.28
588	crowded	field service management software	31	87	+40.9	0.33	0.75	0.81	0.28
589	cooling	remote desktop and control software	22	73	-24.1	0.33	0.59	0.80	0.28
590	cooling	ai music generators	21	109	-16.0	0.33	0.58	0.84	0.28
591	crowded	video game cheat software	100	326	+29.9	0.60	0.99	0.81	0.28
592	crowded	macos system utilities	92	327	+8.2	0.64	0.98	0.81	0.28
593	cooling	trading journal software	20	76	-20.0	0.33	0.56	0.85	0.28
594	cooling	ai content generators	22	96	-26.7	0.33	0.59	0.80	0.28
595	crowded	browser puzzle games	51	216	+27.5	0.53	0.92	0.81	0.28
596	cooling	online board and casual games	20	113	-39.4	0.33	0.56	0.80	0.28
597	crowded	ai agent guardrail software	30	140	+3.4	0.42	0.73	0.83	0.28
598	crowded	robotics software and platforms	34	162	0.0	0.47	0.78	0.82	0.28
599	cooling	appointment booking software	22	78	-24.1	0.33	0.59	0.82	0.28
600	cooling	llm routing and gateway tools	28	125	-36.4	0.49	0.70	0.83	0.28
601	crowded	fitness and health trackers	83	281	+13.7	0.62	0.98	0.82	0.28
602	crowded	application and game launchers	67	158	+86.1	0.41	0.96	0.82	0.28
603	cooling	subscription management apps	23	77	-11.5	0.33	0.62	0.83	0.28
604	crowded	mobile system utility apps	49	122	+81.5	0.34	0.91	0.79	0.27
605	cooling	automated software testing tools	31	151	-31.1	0.49	0.75	0.81	0.27
606	crowded	in-browser media compression tools	27	84	+28.6	0.33	0.70	0.86	0.27
607	cooling	sports and tournament management software	24	99	-11.1	0.33	0.64	0.81	0.27
608	crowded	model context protocol tools	125	402	+71.2	0.49	0.99	0.82	0.27
609	crowded	typing tutors and keyboard tools	28	96	+16.7	0.33	0.70	0.82	0.27
610	crowded	networking and tunneling utilities	46	151	+39.4	0.44	0.89	0.80	0.27
611	crowded	link in bio builders	31	95	+34.8	0.33	0.75	0.83	0.27
612	crowded	online directories and listing portals	38	104	+46.2	0.33	0.84	0.77	0.27
613	crowded	application and system security scanners	41	149	+17.1	0.47	0.86	0.81	0.27
614	crowded	academic writing and research tools	33	109	+3.1	0.41	0.77	0.81	0.27
615	crowded	novelty and humor web apps	30	139	+3.4	0.33	0.73	0.78	0.27
616	cooling	online trivia quiz games	25	98	-13.8	0.33	0.66	0.80	0.27
617	crowded	hardware device drivers and utility software	45	118	+28.6	0.45	0.89	0.80	0.27
618	forming	image and video background removers	24	75	+4.3	0.33	0.64	0.87	0.27
619	cooling	private and secure messaging apps	26	96	-3.7	0.33	0.68	0.81	0.27
620	crowded	ai recruiting and workforce platforms	49	157	+96.0	0.33	0.91	0.83	0.27
621	cooling	bookmark managers	22	115	-37.1	0.33	0.59	0.82	0.27
622	cooling	virtual desktop pets and widgets	34	123	-15.0	0.45	0.78	0.81	0.27
623	cooling	ui components and design tools	33	137	-15.4	0.43	0.77	0.80	0.27
624	crowded	ai marketing asset generators	29	96	+11.5	0.33	0.72	0.83	0.27
625	cooling	local services and classifieds marketplaces	29	96	-9.4	0.33	0.72	0.78	0.27
626	crowded	software discovery and resource directories	45	135	+66.7	0.33	0.89	0.80	0.27
627	crowded	3d modeling and rendering software	30	92	+7.1	0.33	0.73	0.81	0.27
628	cooling	relationship and couples apps	26	84	-10.3	0.33	0.68	0.81	0.27
629	crowded	ad campaign management and analytics	29	114	+7.4	0.33	0.72	0.82	0.26
630	crowded	ai agent memory infrastructure	50	299	+11.1	0.54	0.91	0.84	0.26
631	crowded	salary and tax calculators	29	79	+7.4	0.33	0.72	0.83	0.26
632	cooling	inventory management software	25	82	-13.8	0.33	0.66	0.82	0.26
633	cooling	music discovery and streaming platforms	28	115	-9.7	0.33	0.70	0.80	0.26
634	crowded	desktop ai assistants	51	206	+6.3	0.53	0.92	0.82	0.26
635	cooling	computer vision software and models	42	167	-6.7	0.50	0.87	0.81	0.26
636	crowded	social media management and scheduling tools	37	105	+48.0	0.33	0.82	0.83	0.26
637	crowded	recipe and cooking apps	30	106	+3.4	0.33	0.73	0.81	0.26
638	crowded	anonymous messaging and social apps	30	90	0.0	0.33	0.73	0.81	0.26
639	cooling	ai api gateways and proxies	48	434	-83.0	0.74	0.91	0.84	0.26
640	crowded	crm software	32	108	+18.5	0.33	0.76	0.83	0.26
641	cooling	personal productivity software	28	116	-15.2	0.33	0.70	0.80	0.26
642	crowded	git management and workflow tools	36	182	0.0	0.42	0.81	0.83	0.26
643	crowded	ai website builders	31	98	+14.8	0.33	0.75	0.83	0.26
644	crowded	ai art and design generators	43	133	+53.6	0.33	0.87	0.81	0.26
645	crowded	online dating platforms	34	82	+21.4	0.33	0.78	0.82	0.26
646	crowded	website and compliance audit tools	31	101	+6.9	0.33	0.75	0.82	0.26
647	crowded	specialized navigation and tracking apps	51	131	+64.5	0.33	0.92	0.80	0.26
648	crowded	social discovery and meetup apps	36	102	+24.1	0.33	0.81	0.81	0.26
649	crowded	ui component libraries	68	235	+4.6	0.54	0.96	0.82	0.26
650	cooling	video editing software	50	200	-33.3	0.59	0.91	0.82	0.26
651	crowded	job search and application trackers	37	127	0.0	0.42	0.82	0.83	0.25
652	crowded	ai interview preparation tools	43	116	+59.3	0.33	0.87	0.84	0.25
653	cooling	mobile rooting and modding tools	38	131	-25.5	0.47	0.84	0.80	0.25
654	crowded	interior and architectural design software	32	107	+6.7	0.33	0.76	0.82	0.25
655	cooling	ai agent security and monitoring tools	36	232	-18.2	0.44	0.81	0.83	0.25
656	crowded	network monitoring and diagnostics tools	44	143	+46.7	0.33	0.88	0.81	0.25
657	crowded	desktop environment and customization software	66	214	+22.2	0.45	0.96	0.80	0.25
658	cooling	machine learning developer tools	47	257	-26.6	0.54	0.90	0.82	0.25
659	cooling	ai resume builders	27	99	-12.9	0.33	0.70	0.85	0.25
660	crowded	personal expense tracking apps	33	108	+13.8	0.33	0.77	0.85	0.25
661	crowded	social media automation tools	33	116	+3.1	0.33	0.77	0.82	0.25
662	crowded	ebook and reading apps	35	120	+9.4	0.33	0.80	0.81	0.25
663	crowded	document processing and ocr software	46	145	+48.4	0.33	0.89	0.82	0.25
664	crowded	ai image generators	38	142	+31.0	0.33	0.84	0.83	0.25
665	cooling	market and business intelligence platforms	30	147	-23.1	0.33	0.73	0.80	0.25
666	crowded	streaming media players and tools	73	183	+69.8	0.33	0.97	0.80	0.25
667	cooling	multimodal ai platforms and tools	39	138	-7.1	0.43	0.85	0.82	0.25
668	crowded	wordpress website plugins and addons	41	115	+32.3	0.33	0.86	0.81	0.25
669	crowded	prompt engineering and management tools	33	133	0.0	0.33	0.77	0.83	0.25
670	crowded	ai coding agents	67	362	+1.5	0.52	0.96	0.84	0.24
671	crowded	shopify store management apps	38	97	+26.7	0.33	0.84	0.83	0.24
672	crowded	ai phone receptionist software	38	109	+31.0	0.33	0.84	0.84	0.24
673	crowded	ai social media content generators	46	149	+43.8	0.33	0.89	0.82	0.24
674	cooling	ats resume optimization software	30	98	-9.1	0.33	0.73	0.86	0.24
675	cooling	software development agencies	36	125	-5.3	0.33	0.81	0.79	0.24
676	crowded	comparison engines and tools	55	178	+37.5	0.33	0.93	0.78	0.24
677	crowded	ai video clipping and summarization tools	37	112	+19.4	0.33	0.82	0.84	0.24
678	crowded	video production and processing tools	55	168	+22.2	0.39	0.93	0.80	0.24
679	cooling	embedded systems and firmware utilities	60	191	-3.2	0.47	0.94	0.80	0.24
680	crowded	translation and localization tools	37	127	+8.8	0.33	0.82	0.82	0.24
681	crowded	video and media downloaders	46	130	+39.4	0.33	0.89	0.83	0.24
682	crowded	document and file conversion tools	37	143	+8.8	0.33	0.82	0.82	0.24
683	crowded	financial literacy and education platforms	51	136	+37.8	0.33	0.92	0.80	0.24
684	crowded	crypto payments and wallet infrastructure	38	105	+15.2	0.33	0.84	0.82	0.24
685	cooling	browser-based image editors	32	112	-11.1	0.33	0.76	0.84	0.24
686	crowded	browser productivity extensions	46	143	+31.4	0.33	0.89	0.82	0.24
687	cooling	messaging and automation bots	35	127	-12.5	0.33	0.80	0.81	0.24
688	cooling	ai companion apps	27	123	-43.8	0.33	0.70	0.83	0.24
689	cooling	audio and video transcription tools	30	128	-26.8	0.33	0.73	0.84	0.24
690	crowded	focus and countdown timer apps	37	136	+5.7	0.33	0.82	0.83	0.24
691	cooling	ai writing assistants	32	135	-22.0	0.33	0.76	0.82	0.24
692	crowded	creator economy platforms	40	136	+5.3	0.33	0.86	0.80	0.24
693	crowded	ai marketing automation platforms	44	152	+10.0	0.37	0.88	0.82	0.24
694	cooling	educational games and learning tools	37	141	-11.9	0.33	0.82	0.79	0.24
695	crowded	daily planner apps	37	141	0.0	0.33	0.82	0.82	0.23
696	crowded	travel and transportation booking services	44	147	+4.8	0.33	0.88	0.77	0.23
697	crowded	alternative advertising marketplaces	38	141	0.0	0.33	0.84	0.80	0.23
698	cooling	photo sharing and camera apps	36	129	-12.2	0.33	0.81	0.81	0.23
699	cooling	ai workspace platforms	63	266	-7.4	0.48	0.95	0.83	0.23
700	crowded	giveaway and sweepstakes platforms	95	207	+79.2	0.33	0.99	0.87	0.23
701	cooling	browser-based file converters	34	111	-10.5	0.33	0.78	0.85	0.23
702	crowded	online utility tools	56	170	+40.0	0.33	0.93	0.82	0.23
703	cooling	social media video downloaders	35	130	-2.8	0.33	0.80	0.85	0.23
704	crowded	audio editing and processing utilities	43	150	+4.9	0.34	0.87	0.81	0.23
705	crowded	ai prompt libraries	81	208	+55.8	0.33	0.97	0.83	0.23
706	cooling	ai workflow automation platforms	34	175	-20.9	0.33	0.78	0.82	0.23
707	cooling	habit tracking apps	34	134	-19.0	0.33	0.78	0.83	0.23
708	cooling	ai agent development platforms	87	511	-26.3	0.54	0.98	0.83	0.23
709	crowded	b2b lead generation software	57	172	+35.7	0.33	0.94	0.82	0.23
710	cooling	multi-agent frameworks and protocols	41	253	-16.3	0.41	0.86	0.84	0.23
711	crowded	ai short-form video generators	56	138	+40.0	0.33	0.93	0.83	0.23
712	crowded	digital journaling apps	74	207	+45.1	0.33	0.97	0.81	0.23
713	crowded	casual mobile games	88	254	+44.3	0.33	0.98	0.80	0.23
714	cooling	mindfulness and wellness apps	37	149	-17.8	0.33	0.82	0.81	0.23
715	crowded	vertical business management software	68	201	+28.3	0.33	0.96	0.79	0.23
716	crowded	browser-based video games	82	275	+36.7	0.33	0.98	0.80	0.23
717	crowded	astrology and divination mobile apps	52	145	+20.9	0.33	0.92	0.81	0.22
718	cooling	developer utility tools	144	528	-3.4	0.43	1.00	0.77	0.22
719	crowded	blockchain and crypto analytics tools	43	146	+7.5	0.33	0.87	0.83	0.22
720	crowded	niche social networking platforms	63	215	+23.5	0.33	0.95	0.80	0.22
721	crowded	personal finance calculators	44	151	+7.3	0.33	0.88	0.82	0.22
722	cooling	news aggregation platforms	41	177	-6.8	0.33	0.86	0.81	0.22
723	cooling	regulatory compliance management software	43	169	-8.5	0.33	0.87	0.80	0.22
724	cooling	ai coaching apps	40	174	-7.0	0.33	0.86	0.82	0.22
725	crowded	ai photo editing tools	55	167	+25.0	0.33	0.93	0.83	0.22
726	cooling	algorithmic trading platforms	36	170	-21.7	0.33	0.81	0.83	0.22
727	crowded	image processing and editing tools	59	186	+22.9	0.33	0.94	0.81	0.22
728	crowded	specialty ecommerce stores	63	200	+5.0	0.33	0.95	0.76	0.22
729	cooling	digital gift card platforms	34	140	-17.1	0.31	0.78	0.85	0.22
730	crowded	browser extensions	55	171	+7.8	0.33	0.93	0.79	0.22
731	crowded	ai customer support agents	43	150	+4.9	0.33	0.87	0.84	0.22
732	cooling	digital marketing agency services	37	144	-30.2	0.33	0.82	0.80	0.22
733	cooling	personal health and medication tracking apps	41	148	-8.9	0.33	0.86	0.81	0.22
734	cooling	video game mods and managers	81	243	-6.9	0.42	0.97	0.80	0.22
735	cooling	freelancer and agency management software	40	131	-13.0	0.33	0.86	0.81	0.22
736	crowded	real estate and property management software	57	177	+11.8	0.33	0.94	0.80	0.22
737	crowded	investment and equity research platforms	49	172	+4.3	0.33	0.91	0.82	0.22
738	crowded	ai agent skill registries	82	314	+17.1	0.38	0.98	0.84	0.21
739	crowded	screenshot capture and mockup tools	46	158	+2.2	0.33	0.89	0.84	0.21
740	crowded	ai tutoring and learning platforms	67	233	+19.6	0.33	0.96	0.82	0.21
741	crowded	online job boards	52	160	+2.0	0.33	0.92	0.81	0.21
742	cooling	ai business operations software	48	212	-2.0	0.33	0.91	0.83	0.21
743	crowded	disk space cleanup utilities	48	150	0.0	0.33	0.91	0.83	0.21
744	crowded	trip and travel planning apps	60	211	+1.7	0.33	0.94	0.80	0.21
745	cooling	qr code generators and tools	43	136	-2.3	0.33	0.87	0.87	0.21
746	crowded	language learning apps	96	323	+20.0	0.33	0.99	0.82	0.21
747	cooling	exam preparation platforms	55	212	-12.7	0.33	0.93	0.80	0.21
748	crowded	personal finance and budgeting apps	92	273	+17.9	0.33	0.98	0.83	0.20
749	cooling	specialized algorithms and computing libraries	21	267	-72.4	0.14	0.58	0.82	0.20
750	crowded	ai video generation tools	176	517	+20.5	0.33	1.00	0.82	0.20
751	cooling	online calculation tools	55	195	-5.2	0.33	0.93	0.83	0.20
752	cooling	stock and market analysis software	64	230	-1.5	0.33	0.95	0.82	0.20
753	cooling	ai personal assistant software	67	266	-5.6	0.33	0.96	0.81	0.20
754	cooling	video game companion apps	37	189	-58.0	0.33	0.82	0.82	0.20
755	cooling	ai chatbots and conversational agents	57	243	-14.9	0.33	0.94	0.82	0.20
756	cooling	specialized calculation tools	98	333	-4.9	0.33	0.99	0.79	0.20
757	cooling	ai tool directories	62	206	-6.1	0.33	0.95	0.84	0.20
758	crowded	generative engine optimization software	93	298	+9.4	0.33	0.98	0.85	0.19
759	cooling	invoicing and billing software	59	230	-18.1	0.33	0.94	0.83	0.19
760	cooling	seo audit and tracking software	71	239	-13.4	0.33	0.96	0.83	0.19
761	crowded	browser-based utility tools	139	456	+1.5	0.33	0.99	0.84	0.19
762	cooling	browser-based pdf tools	72	283	-4.0	0.33	0.97	0.87	0.18